Healthcare

Radiologist

Interprets medical images to guide diagnosis. Faces mixed diagnostic automation.

AI displacement risk 45% Medium

Average salary $353,000

Salary trend → Flat

Why this risk score

AI image-recognition can flag anomalies and pre-read scans, but final interpretation, correlation with clinical context, and interventional procedures require a physician.

Core tasks

Interpreting imaging
Anomaly detection
Reporting findings
Interventional procedures
Consulting clinicians

Outlook

AI becomes a powerful pre-reading tool that boosts throughput rather than replacing radiologists. Oversight and complex cases stay human.

Skills to build now

Specialist Skills Advanced

Domain Expertise

Deep knowledge of a specific field or industry. Experts who can judge whether AI output is correct keep rising in value.

Market value High ~500h to learn

Core Skills Intermediate

Critical Thinking & Judgment

The ability to question AI output, spot errors, and decide. As AI does more, human judgment becomes the scarce asset.

Market value High ~150h to learn

Specialist Skills Intermediate

Data Analysis

Validating AI-generated results and turning them into decisions. A classic skill that gains value in the AI era.

Market value High ~120h to learn

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Frequently asked questions

Will AI replace Radiologists?

Partly — some tasks will be automated while others stay human. AI image-recognition can flag anomalies and pre-read scans, but final interpretation, correlation with clinical context, and interventional procedures require a physician.